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Addressing the Data Sparsity Issue in Neural AMR Parsing

Addressing the Data Sparsity Issue in Neural AMR Parsing

Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2017
16 February 2017
Xiaochang Peng
Chuan Wang
D. Gildea
Nianwen Xue
    MoE
ArXiv (abs)PDFHTML

Papers citing "Addressing the Data Sparsity Issue in Neural AMR Parsing"

33 / 33 papers shown
Semantic Bridge: Universal Multi-Hop Question Generation via AMR-Driven Graph Synthesis
Semantic Bridge: Universal Multi-Hop Question Generation via AMR-Driven Graph Synthesis
Linqing Chen
Hanmeng Zhong
Wentao Wu
Weilei Wang
LRM
174
1
0
06 Aug 2025
Learning from Limited Heterogeneous Training Data: Meta-Learning for
  Unsupervised Zero-Day Web Attack Detection across Web Domains
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web DomainsConference on Computer and Communications Security (CCS), 2023
Peiyang Li
Ye Wang
Qi Li
Zhuotao Liu
Ke Xu
Ju Ren
Zhiying Liu
Ruilin Lin
AAML
276
15
0
07 Sep 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR
  Back-Translation
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Kuan-Hao Huang
Varun Iyer
I-Hung Hsu
Anoop Kumar
Kai-Wei Chang
Aram Galstyan
290
18
0
26 May 2023
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via
  Compositional Uncertainty Quantification
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty QuantificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zi Lin
J. Liu
Jingbo Shang
UQLM
273
6
0
26 Jan 2023
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate
  Representation
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Anubhav Jangra
Preksha Nema
A. Raghuveer
237
8
0
03 Dec 2022
Strictly Breadth-First AMR Parsing
Strictly Breadth-First AMR Parsing
Chenyao Yu
D. Gildea
151
0
0
08 Nov 2022
Cross-domain Generalization for AMR Parsing
Cross-domain Generalization for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xuefeng Bai
Sen Yang
Leyang Cui
Linfeng Song
Yue Zhang
272
3
0
22 Oct 2022
Graph Pre-training for AMR Parsing and Generation
Graph Pre-training for AMR Parsing and GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Xuefeng Bai
Yulong Chen
Yue Zhang
SSL
371
131
0
15 Mar 2022
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing
Necva Bölücü
Burcu Can
176
6
0
01 Oct 2021
Multilingual AMR Parsing with Noisy Knowledge Distillation
Multilingual AMR Parsing with Noisy Knowledge Distillation
Deng Cai
Xin Li
Jackie Chun-Sing Ho
Lidong Bing
W. Lam
217
20
0
30 Sep 2021
Levi Graph AMR Parser using Heterogeneous Attention
Levi Graph AMR Parser using Heterogeneous AttentionInternational Workshop/Conference on Parsing Technologies (IWPT), 2021
Han He
Jinho Choi
219
3
0
09 Jul 2021
ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN
ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERINConference on Computational Natural Language Learning (CoNLL), 2020
David Samuel
Milan Straka
LRM
203
33
0
02 Nov 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR
  Parsing
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Chunchuan Lyu
Shay B. Cohen
Ivan Titov
428
12
0
23 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training
Improving AMR Parsing with Sequence-to-Sequence Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Dong Xu
Junhui Li
Muhua Zhu
Min Zhang
Guodong Zhou
AIMat
210
71
0
05 Oct 2020
AMR Parsing via Graph-Sequence Iterative Inference
AMR Parsing via Graph-Sequence Iterative InferenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Deng Cai
Wai Lam
GNN
284
120
0
12 Apr 2020
Core Semantic First: A Top-down Approach for AMR Parsing
Core Semantic First: A Top-down Approach for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Deng Cai
W. Lam
GNN
204
56
0
10 Sep 2019
Broad-Coverage Semantic Parsing as Transduction
Broad-Coverage Semantic Parsing as TransductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sheng Zhang
Xutai Ma
Kevin Duh
Benjamin Van Durme
219
74
0
05 Sep 2019
AMR Parsing as Sequence-to-Graph Transduction
AMR Parsing as Sequence-to-Graph TransductionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Sheng Zhang
Xutai Ma
Kevin Duh
Benjamin Van Durme
369
157
0
21 May 2019
An empirical evaluation of AMR parsing for legal documents
An empirical evaluation of AMR parsing for legal documents
Vu Trong Sinh
Le-Minh Nguyen
AILaw
109
3
0
20 Nov 2018
End-to-End Content and Plan Selection for Data-to-Text Generation
End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann
Falcon Z. Dai
H. Elder
Alexander M. Rush
268
72
0
10 Oct 2018
An AMR Aligner Tuned by Transition-based Parser
An AMR Aligner Tuned by Transition-based Parser
Yijia Liu
Wanxiang Che
Bo Zheng
Bing Qin
Ting Liu
153
35
0
08 Oct 2018
AMR Parsing as Graph Prediction with Latent Alignment
AMR Parsing as Graph Prediction with Latent Alignment
Chunchuan Lyu
Ivan Titov
GNNBDL
292
134
0
14 May 2018
Multitask Parsing Across Semantic Representations
Multitask Parsing Across Semantic Representations
Daniel Hershcovich
Omri Abend
A. Rappoport
169
67
0
01 May 2018
Cross-lingual Semantic Parsing
Cross-lingual Semantic Parsing
Shenmin Zhang
Kevin Duh
Benjamin Van Durme
182
4
0
21 Apr 2018
Polyglot Semantic Parsing in APIs
Polyglot Semantic Parsing in APIs
Kyle Richardson
Jonathan Berant
Jonas Kuhn
303
13
0
19 Mar 2018
ConvAMR: Abstract meaning representation parsing for legal document
ConvAMR: Abstract meaning representation parsing for legal document
Lai Dac Viet
Vu Trong Sinh
Le-Minh Nguyen
K. Satoh
3DV
193
9
0
16 Nov 2017
Text Summarization using Abstract Meaning Representation
Text Summarization using Abstract Meaning Representation
Shibhansh Dohare
H. Karnick
Vivek Gupta
AIMat
186
62
0
06 Jun 2017
Neural Semantic Parsing by Character-based Translation: Experiments with
  Abstract Meaning Representations
Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations
Rik van Noord
Johan Bos
159
92
0
28 May 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Ioannis Konstas
Srini Iyer
Mark Yatskar
Yejin Choi
Luke Zettlemoyer
AIMat
385
316
0
26 Apr 2017
Robust Incremental Neural Semantic Graph Parsing
Robust Incremental Neural Semantic Graph Parsing
Jan Buys
Phil Blunsom
3DV
246
74
0
24 Apr 2017
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural
  Semantic Parsing
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing
Rik van Noord
Johan Bos
173
5
0
07 Apr 2017
AMR-to-text Generation with Synchronous Node Replacement Grammar
AMR-to-text Generation with Synchronous Node Replacement GrammarAnnual Meeting of the Association for Computational Linguistics (ACL), 2017
Linfeng Song
Xiaochang Peng
Yue Zhang
Zhiguo Wang
D. Gildea
488
55
0
01 Feb 2017
Supervised Syntax-based Alignment between English Sentences and Abstract
  Meaning Representation Graphs
Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs
Chenhui Chu
Sadao Kurohashi
159
5
0
07 Jun 2016
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